An introduction to hidden Markov models.

An introduction to hidden Markov models.
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DOI:
10.1109/massp.1986.1165342
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发表时间:
2007-06-01
影响因子:
--
通讯作者:
Bateman, Alex
Bateman, Alex
中科院分区:
其他
文献类型:
--
作者:
Schuster-Bockler, Benjamin;Bateman, Alex

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本单元介绍了计算生物学中隐马尔可夫模型的概念。它使用简单的生物学例子来描述它们,需要尽可能少的数学知识。该单元还介绍了隐马尔可夫模型的简史,并概述了其当前的应用,然后讨论其局限性。
This unit introduces the concept of hidden Markov models in computational biology. It describes them using simple biological examples, requiring as little mathematical knowledge as possible. The unit also presents a brief history of hidden Markov models and an overview of their current applications before concluding with a discussion of their limitations.